股票数据猫 | 股票量化数据

备忘:预期好的股票和板块(看看你的股票在里面吗?)-——11月15日

root|2016-11-15 20:33:20

备忘:预期好的股票和板块(看看你的股票在里面吗?)-——11月15日

股票数据猫 2016/11/15

   


       预判要走一波行情,很可能是单边。不过也是一种分化行情,不是普涨。那么选股重要了。总体感觉是前两个星期,这个表只有200个股票,现在300多个了。机会多了些。

       有朋友问,最近很少说板块啊。这个板块分析,本来是我们的长项。只是特别花时间。而且最近个股比板块精彩。板块比指数重要。关键是抓热点个股。这个预期就很重要。



板块名称评级(偏向短期)10日涨幅20日涨幅40日涨幅80日涨幅
600250南纺股份★★★★6.2%12.2%25.5%50.1%
600881亚泰集团1.8%3.9%14.2%46.0%
600262北方股份
3.7%6.9%14.0%46.0%
993738云计算4.0%8.6%16.9%44.4%
000933*ST神火★★★★4.4%11.1%24.6%42.8%
300103达刚路机★★★★★####22.3%34.4%42.6%
603611诺力股份
4.9%7.7%19.9%41.7%
300174元力股份★★3.2%7.5%15.9%40.5%
600330天通股份3.1%9.9%18.7%40.4%
002238天威视讯
1.6%6.6%20.3%40.0%
300382斯莱克★★5.3%11.0%18.9%37.4%
600252中恒集团4.2%7.7%16.1%36.5%
600121郑州煤电
5.1%6.8%12.0%35.9%
002354天神娱乐
2.8%5.3%14.0%35.7%
600649城投控股2.9%6.3%17.1%35.7%
300401花园生物★★★★★5.3%11.5%20.8%35.6%
603021山东华鹏★★★3.8%9.4%16.9%35.6%
000816智慧农业
3.7%7.5%18.7%35.2%
000816智慧农业
3.7%7.5%18.7%35.2%
600251冠农股份4.8%10.1%19.0%35.1%
603999读者传媒7.1%12.2%19.1%35.0%
000585东北电气★★★6.9%13.3%24.3%34.9%
002687乔治白2.4%6.0%12.8%34.7%
000990诚志股份
7.8%10.9%19.1%34.6%
601519大智慧
5.9%10.4%17.2%34.4%
002331皖通科技★★★★★3.6%9.4%20.2%34.1%
002216三全食品★★3.3%9.0%14.5%34.0%
300497富祥股份
5.1%10.1%17.3%33.8%
603669灵康药业####-1.2%13.5%33.8%
600784鲁银投资4.3%7.5%14.7%33.0%
600220江苏阳光4.8%8.2%15.8%32.9%
603100川仪股份1.7%7.9%15.3%32.7%
600635大众公用★★★★6.4%11.7%17.0%32.7%
002524光正集团1.3%5.2%16.0%32.6%
002291星期六★★★1.5%4.5%11.3%32.2%
000889茂业通信3.4%7.4%17.2%32.1%
300505川金诺
1.0%4.0%10.8%32.0%
601117中国化学2.3%3.3%11.8%31.6%
002266浙富控股
4.1%10.1%15.5%31.6%
000038深大通
3.1%4.6%6.3%31.5%
000830鲁西化工2.3%4.7%11.8%31.4%
000850华茂股份
6.4%5.7%11.0%31.4%
600299安迪苏2.3%5.8%12.8%31.3%
000720新能泰山
8.0%14.9%20.5%31.3%
600815厦工股份2.0%4.2%12.1%31.2%
002078太阳纸业1.5%4.6%11.0%31.1%
600022山东钢铁
3.6%3.2%9.4%31.1%
300317珈伟股份★★4.0%8.9%14.1%31.1%
300432富临精工5.1%7.2%13.7%31.0%
603636南威软件
2.7%5.3%11.1%31.0%
000961中南建设
5.5%8.6%20.8%30.8%
601225陕西煤业
2.1%7.8%15.8%30.7%
002757南兴装备★★★★★4.4%9.6%21.5%30.7%
600439瑞贝卡★★★★★4.2%9.8%17.1%30.7%
002408齐翔腾达★★★★★####15.1%23.2%30.6%
000065北方国际★★3.1%7.3%17.1%30.5%
002678珠江钢琴★★★★4.1%8.2%12.4%30.5%
600592龙溪股份★★4.0%10.8%18.5%30.5%
300204舒泰神1.8%4.4%20.0%30.3%
300126锐奇股份★★★★3.8%8.0%16.1%30.3%
300390天华超净
4.4%8.0%17.5%30.2%
000800一汽轿车
2.9%7.1%15.1%30.1%
600259广晟有色
0.8%3.1%13.6%30.1%
300014亿纬锂能1.2%7.8%18.3%30.1%
002683宏大爆破★★★★4.6%6.3%12.3%30.0%
603398邦宝益智★★★4.0%8.1%16.9%29.7%
000811烟台冰轮
4.3%6.1%9.1%29.6%
600379宝光股份2.2%4.8%10.5%29.6%
600182S佳通1.8%5.9%13.6%29.4%
000979中弘股份
3.0%7.1%15.2%29.3%
603299井神股份
3.9%8.5%17.0%29.2%
300201海伦哲★★1.4%4.3%10.7%29.1%
000799酒鬼酒★★2.8%6.4%12.4%29.1%
600999招商证券
3.8%4.7%11.8%29.1%
000983西山煤电★★★★★5.6%8.4%14.1%28.9%
600609金杯汽车
3.2%7.8%18.1%28.9%
000852石化机械
4.3%7.2%16.9%28.9%
600068葛洲坝0.5%3.4%8.6%28.9%
601368绿城水务★★3.7%8.9%14.1%28.8%
600385山东金泰★★★★2.7%6.5%14.7%28.8%
000498山东路桥★★★3.5%7.6%12.7%28.7%
603126中材节能★★★1.5%5.2%12.6%28.7%
600807天业股份
6.1%7.5%13.7%28.7%
300299富春通信
3.9%6.8%13.0%28.6%
603338浙江鼎力★★2.7%6.0%12.3%28.6%
300461田中精机★★★6.2%10.0%15.0%28.4%
002499科林环保3.1%7.5%13.2%28.4%
002263大   东 南
2.8%7.7%13.7%28.3%
002024苏宁云商4.4%7.8%15.1%28.3%
000555神州信息
2.3%6.0%13.8%28.2%
300503昊志机电
1.9%3.8%10.4%28.2%
603118共进股份
3.4%6.8%14.9%28.1%
300105龙源技术★★★4.6%8.3%15.5%28.1%
002639雪人股份★★★★★5.9%9.6%15.2%28.1%
600240华业资本3.1%6.1%10.5%28.0%
601666平煤股份★★★3.4%8.1%15.8%28.0%
603997继峰股份3.2%7.4%15.0%27.8%
000899赣能股份★★★★★2.9%7.9%16.0%27.6%
991010供水供气2.8%9.4%16.1%27.6%
600843上工申贝1.1%4.7%14.2%27.5%
300472新元科技★★2.6%5.1%10.9%27.5%
000505*ST珠江★★★2.7%6.3%13.4%27.5%
002763汇洁股份★★★★3.6%10.0%19.3%27.5%
000723美锦能源★★★3.1%6.8%15.9%27.1%
300228富瑞特装3.6%6.2%13.7%27.1%
000509华塑控股★★★2.9%6.2%13.9%26.7%
000960锡业股份★★3.4%6.8%15.2%26.6%
993040染料涂料0.8%3.6%9.8%26.6%
600382广东明珠5.7%8.5%14.4%26.6%
002652扬子新材★★★★3.3%6.9%14.4%26.3%
000539粤电力A####-2.0%2.1%26.3%
600467好当家3.0%6.6%14.8%26.3%
300479神思电子★★2.0%5.0%11.4%26.2%
002126银轮股份★★★3.4%6.5%14.4%26.2%
993970基因测序
6.9%13.3%18.3%26.2%
000951中国重汽★★★★★3.9%7.6%14.8%26.1%
002154报 喜 鸟★★2.2%6.5%14.0%25.9%
002088鲁阳节能2.6%5.9%12.7%25.9%
600165新日恒力3.5%6.8%10.9%25.9%
600221海南航空2.6%6.3%12.4%25.8%
002786银宝山新1.4%3.6%8.9%25.8%
300519新光药业0.1%4.6%11.3%25.7%
603889新澳股份
2.9%6.1%13.6%25.7%
300052中青宝★★★★★4.6%6.3%11.7%25.7%
002183怡 亚 通2.9%6.8%11.0%25.7%
600137浪莎股份2.0%7.1%14.6%25.6%
600587新华医疗
1.7%4.2%10.3%25.6%
300141和顺电气2.4%5.8%14.0%25.6%
002622融钰集团3.1%7.6%14.5%25.6%
600150中国船舶4.2%7.5%12.8%25.5%
300518盛讯达1.3%5.8%12.7%25.5%
002715登云股份★★★★★3.7%7.0%14.4%25.5%
600714金瑞矿业
3.9%6.9%13.3%25.5%
002144宏达高科★★★★★3.0%6.4%14.3%25.4%
991027机械
0.6%4.4%12.5%25.3%
300046台基股份★★3.0%3.6%8.5%25.3%
603868飞科电器
3.1%6.7%17.7%25.3%
000617*ST济柴
2.8%6.6%12.0%25.3%
600421仰帆控股★★3.0%6.6%13.7%25.2%
600517置信电气
3.0%5.7%11.1%25.2%
002203海亮股份
6.3%11.0%16.2%25.2%
600794保税科技★★8.9%8.4%12.7%25.1%
300192科斯伍德★★★★2.8%6.4%14.2%25.1%
600293三峡新材3.3%6.3%13.0%25.1%
002742三圣股份★★★3.0%6.8%14.2%25.0%
000532力合股份★★★2.5%5.9%14.4%25.0%
002793东音股份3.8%8.6%13.4%24.9%
002650加加食品1.9%4.5%10.5%24.9%
600997开滦股份★★3.3%6.8%14.1%24.9%
600985雷鸣科化★★2.5%5.8%12.5%24.8%
000004国农科技4.3%7.2%14.9%24.8%
603828柯利达★★4.4%7.4%12.1%24.8%
002120新海股份
3.8%5.7%10.5%24.8%
993075次新股
2.9%6.6%13.9%24.7%
300097智云股份4.0%7.0%13.8%24.7%
600162香江控股
5.1%7.9%12.2%24.7%
603996中新科技
6.6%10.2%15.1%24.7%
300235方直科技★★★2.9%6.7%14.4%24.6%
600355精伦电子
3.2%6.3%15.1%24.6%
603101汇嘉时代0.1%0.8%3.3%24.6%
601618中国中冶
4.6%6.0%13.6%24.6%
600138中青旅2.4%5.9%12.8%24.6%
300018中元股份
1.6%6.1%10.3%24.6%
002591恒大高新1.0%4.4%11.5%24.5%
002679福建金森★★★★3.9%7.3%13.8%24.5%
002535林州重机
2.0%4.6%10.1%24.5%
002073软控股份
2.3%5.0%12.0%24.4%
000972中基健康★★3.0%6.9%15.0%24.4%
002696百洋股份3.0%6.5%13.9%24.4%
000633*ST合金
0.8%1.5%9.4%24.3%
300371汇中股份★★★★4.3%7.8%14.8%24.3%
300175朗源股份★★3.8%8.2%12.9%24.3%
002068黑猫股份★★★2.1%3.7%10.8%24.3%
300435中泰股份★★★★★4.8%8.3%14.8%24.1%
002529海源机械★★2.6%4.8%10.7%24.1%
603223恒通股份★★★★★3.2%6.8%13.7%24.0%
000923河北宣工★★★★★3.2%6.5%13.4%24.0%
601789宁波建工
3.8%6.3%13.9%24.0%
002320海峡股份★★2.6%5.4%12.3%23.9%
002272川润股份★★★3.9%7.4%12.9%23.9%
002271东方雨虹1.4%4.1%9.4%23.8%
600486扬农化工★★★3.4%6.5%13.4%23.8%
000537广宇发展0.9%2.9%8.3%23.8%
002112三变科技★★1.0%3.6%9.0%23.7%
601000唐山港★★2.1%3.7%9.5%23.7%
002199*ST东晶★★★2.6%5.5%11.8%23.7%
002561徐家汇6.8%9.9%13.3%23.7%
601186中国铁建5.3%6.1%9.0%23.7%
002599盛通股份★★2.3%5.3%11.7%23.7%
603027千禾味业★★★3.3%6.2%12.8%23.6%
600523贵航股份★★2.5%5.6%13.1%23.6%
300281金明精机3.5%5.9%12.6%23.6%
001896豫能控股
4.7%9.5%13.7%23.5%
002738中矿资源3.0%6.1%13.0%23.5%
002147新光圆成3.4%6.1%13.1%23.5%
002628成都路桥★★★3.9%6.8%13.0%23.3%
300405科隆精化★★5.8%10.6%15.9%23.3%
002709天赐材料2.2%6.9%13.8%23.3%
002552宝鼎科技★★2.6%5.6%12.5%23.3%
002577雷柏科技5.5%6.4%13.4%23.3%
600614鼎立股份★★★★3.4%6.9%13.4%23.3%
601668中国建筑3.0%6.0%12.1%23.2%
600620天宸股份3.5%6.9%12.0%23.2%
000616海航投资2.7%3.6%6.1%23.2%
002451摩恩电气★★2.1%3.9%13.0%23.2%
601216君正集团2.1%5.0%10.0%23.1%
300266兴源环境1.6%5.1%8.6%23.1%
002092中泰化学2.5%5.5%12.2%23.1%
002690美亚光电
3.5%6.3%10.3%23.0%
603508思维列控1.4%3.9%11.8%23.0%
601699潞安环能★★★★3.9%6.9%13.0%22.9%
603315福鞍股份3.0%6.1%13.3%22.9%
300125易世达★★3.4%6.0%11.5%22.9%
300138晨光生物3.1%6.4%13.1%22.9%
300483沃施股份★★3.3%6.2%12.2%22.8%
600767运盛医疗
4.3%8.5%13.3%22.8%
603010万盛股份
3.1%5.8%10.6%22.8%
603328依顿电子2.6%5.4%12.1%22.8%
300231银信科技★★★★2.3%5.2%12.2%22.8%
002212南洋股份★★★3.5%5.3%10.4%22.8%
300442普丽盛★★★3.3%6.2%12.7%22.8%
603600永艺股份
3.0%5.3%11.6%22.8%
002133广宇集团★★★★2.4%5.3%11.2%22.7%
000927一汽夏利2.4%6.5%12.5%22.7%
601100恒立液压★★★3.4%6.5%12.8%22.7%
600078澄星股份
2.2%4.6%11.2%22.7%
002436兴森科技2.9%5.4%9.6%22.7%
600742一汽富维1.0%3.9%10.6%22.7%
000534万泽股份3.2%6.0%10.6%22.7%
601001大同煤业
3.4%5.3%9.3%22.7%
002283天润曲轴1.5%8.1%15.4%22.7%
002392北京利尔★★2.7%5.3%12.7%22.6%
002751易尚展示★★★2.5%5.6%12.5%22.6%
300492山鼎设计★★3.3%6.3%12.9%22.6%
000725京东方A2.3%4.8%9.5%22.6%
603368柳州医药★★3.7%6.6%13.7%22.6%
300469信息发展
1.4%4.5%8.3%22.6%
000416民生控股2.6%3.0%7.7%22.6%
603128华贸物流1.6%3.3%7.8%22.5%
993997一带一路★★3.9%5.7%10.3%22.4%
600190锦州港1.4%3.7%6.5%22.4%
002070众和股份
3.2%6.2%11.1%22.3%
300345红宇新材★★★3.9%6.2%11.4%22.3%
600634中技控股2.1%4.5%10.9%22.2%
002393力生制药2.4%4.7%12.1%22.2%
600856中天能源0.6%2.7%7.4%22.2%
002602世纪华通★★2.8%5.9%13.0%22.2%
300050世纪鼎利
0.6%2.2%8.1%22.2%
000034神州数码0.5%2.3%9.0%22.2%
601188龙江交通★★2.2%5.0%9.6%22.1%
002429兆驰股份####1.8%7.9%22.1%
300321同大股份★★★★2.5%5.4%11.5%22.1%
002449国星光电1.7%3.6%9.2%22.0%
000639西王食品
2.0%4.0%10.7%22.0%
600358国旅联合★★4.7%6.2%10.2%22.0%
002632道明光学2.8%5.0%11.3%21.9%
002296辉煌科技
2.7%7.0%10.8%21.9%
002574明牌珠宝2.7%4.9%11.9%21.9%
601898中煤能源2.5%5.1%10.2%21.9%
002040南   京 港★★2.3%5.0%10.8%21.8%
600423柳化股份★★★3.0%5.5%10.3%21.8%
002645华宏科技★★★★3.6%6.9%13.0%21.8%
300475聚隆科技1.7%4.5%11.0%21.8%
300413快乐购★★2.6%5.6%11.3%21.7%
000859国风塑业★★2.2%4.9%10.6%21.7%
300478杭州高新★★★★3.8%5.7%11.3%21.7%
002508老板电器1.6%3.8%8.1%21.7%
002051中工国际★★3.0%5.9%12.2%21.7%
600595中孚实业★★3.3%5.8%11.0%21.7%
600550保变电气
3.6%6.2%10.7%21.7%
000728国元证券2.4%4.5%11.2%21.6%
000156华数传媒2.0%4.4%8.7%21.6%
600528中铁二局★★★★★4.0%6.5%12.7%21.6%
300158振东制药★★★★3.5%6.1%12.3%21.6%
600988赤峰黄金2.7%6.0%13.3%21.6%
000691ST亚太★★★★★2.5%5.3%12.3%21.5%
000982中银绒业★★2.5%5.4%11.9%21.5%
002082栋梁新材0.9%3.3%9.8%21.5%
002217合力泰1.3%4.4%9.4%21.4%
300086康芝药业★★1.2%4.5%9.1%21.4%
601113华鼎股份
2.9%5.9%9.8%21.4%
000677恒天海龙2.6%4.3%7.1%21.3%
000550江铃汽车0.7%1.9%6.1%21.3%
600470六国化工2.7%5.2%11.4%21.2%
300309吉艾科技2.6%4.8%11.0%21.2%
000921海信科龙1.3%3.5%8.1%21.2%
000612焦作万方
3.6%5.6%11.3%21.1%
601016节能风电
3.1%5.9%9.3%21.1%
300490华自科技★★2.5%5.7%10.4%21.1%
300065海兰信1.6%3.3%8.0%21.0%
002383合众思壮★★★2.2%4.9%11.4%21.0%
000030富奥股份3.9%8.1%11.4%21.0%
600801华新水泥2.7%4.4%10.1%21.0%
603701德宏股份
3.1%5.2%9.6%20.9%
300062中能电气★★2.5%4.5%10.3%20.9%
600798宁波海运★★★2.6%6.8%11.3%20.9%
600821津劝业4.3%5.0%10.7%20.9%
002656摩登大道
2.8%4.2%8.7%20.9%
000679大连友谊1.6%4.1%8.0%20.9%
600371万向德农2.5%5.4%10.5%20.9%
002513*ST蓝丰2.1%4.6%9.0%20.8%
150290煤炭B级2.3%5.2%11.8%20.8%
000595宝塔实业★★2.4%5.8%11.7%20.8%
000518四环生物3.0%5.8%9.6%20.8%
002724海洋王★★3.4%5.9%12.0%20.8%
300136信维通信1.7%4.3%8.7%20.7%
300445康斯特★★★2.5%5.8%11.9%20.7%
002337赛象科技2.4%3.6%8.5%20.7%
002708光洋股份2.2%5.8%9.8%20.7%
002065东华软件
1.2%5.9%11.6%20.6%
300521爱司凯3.8%5.9%11.6%20.6%
300104乐视网0.6%4.9%9.8%20.6%
300457赢合科技1.6%3.3%8.7%20.6%
002053云南能投★★2.3%4.1%10.8%20.5%
000995*ST皇台2.4%4.9%10.3%20.5%
300095华伍股份
2.5%4.4%9.8%20.5%
603789星光农机4.1%8.1%13.1%20.5%
002096南岭民爆4.6%6.9%8.6%20.5%
000737南风化工1.7%4.2%8.2%20.5%
600833第一医药
4.2%6.5%11.5%20.5%
603866桃李面包2.6%4.5%10.5%20.4%
002180艾派克2.2%5.4%9.7%20.4%
600290华仪电气
2.2%4.8%11.3%20.4%
002797第一创业
1.4%4.0%9.4%20.4%
600401海润光伏1.0%4.8%10.3%20.4%
600146商赢环球
3.3%4.5%9.9%20.4%
600497驰宏锌锗★★★3.6%5.4%10.2%20.3%
002141蓉胜超微★★2.5%5.3%10.8%20.3%
300428四通新材
3.4%5.4%10.9%20.2%
002674兴业科技2.2%4.9%9.0%20.1%
000780平庄能源2.8%3.0%10.7%20.0%
150244创业B
0.4%8.2%20.6%20.0%
002614蒙发利
3.0%4.3%7.4%20.0%
300433蓝思科技2.5%5.3%10.4%20.0%
603026石大胜华3.0%7.2%10.9%20.0%
002330得利斯1.8%3.2%6.8%19.9%
300423鲁亿通2.2%4.9%9.3%19.9%
002027分众传媒★★★★2.2%4.9%11.2%19.9%
991026交通工具3.5%7.8%15.5%19.9%
000503海虹控股5.2%4.6%9.5%19.9%
002420毅昌股份★★★4.0%6.5%11.2%19.8%
300379东方通
3.7%6.3%12.2%19.8%
600606绿地控股1.5%5.7%10.9%19.8%
603788宁波高发
2.8%5.0%11.2%19.8%
000937冀中能源★★★★★3.4%6.0%10.9%19.8%
993034丝绸之路1.7%9.2%13.6%19.8%
000615京汉股份2.4%4.7%10.8%19.8%
600005武钢股份1.4%4.0%7.2%19.7%
000959首钢股份
2.1%4.5%10.3%19.7%
000418小天鹅A1.5%4.2%8.2%19.6%
002247帝龙文化★★★★★3.5%6.0%10.2%19.6%
000524岭南控股1.6%4.5%8.7%19.6%
600802福建水泥2.5%5.5%10.5%19.6%
600360华微电子3.0%5.8%10.5%19.6%
601015陕西黑猫
3.0%5.6%11.4%19.6%
000751锌业股份★★★2.5%5.0%9.5%19.6%
600679上海凤凰1.8%4.0%10.1%19.6%
002306中科云网3.5%5.1%9.6%19.5%
002723金莱特★★3.4%5.2%10.5%19.5%
000767漳泽电力1.7%3.7%9.0%19.5%
000338潍柴动力
1.4%1.9%7.5%19.5%
300402宝色股份1.2%5.0%10.4%19.5%
600971恒源煤电0.8%4.2%10.6%19.5%
000697炼石有色
3.3%3.8%7.0%19.5%
000993闽东电力
1.6%2.4%6.8%19.4%
600338西藏珠峰★★2.3%5.0%9.2%19.4%
000504*ST生物
2.5%4.8%10.1%19.4%
000820金城股份1.1%3.7%8.9%19.4%
603188亚邦股份3.6%5.7%8.1%19.4%
600248延长化建4.2%7.7%13.4%19.3%
603311金海环境1.5%2.4%6.4%19.3%
601313江南嘉捷
2.4%3.6%7.6%19.3%
600641万业企业3.0%4.8%12.0%19.2%
603116红蜻蜓2.7%5.9%11.5%19.2%
300313天山生物0.3%2.8%4.9%19.2%
002569步森股份2.6%4.4%7.8%19.2%
002765蓝黛传动2.1%5.1%10.7%19.2%
000043中航地产
2.2%4.4%9.6%19.2%
002089新   海 宜1.7%5.0%10.6%19.2%
601700风范股份3.0%4.6%10.3%19.2%
002382蓝帆医疗1.5%3.6%7.9%19.1%
300083劲胜精密3.7%3.7%8.4%19.1%
000919金陵药业0.7%2.3%9.0%19.1%
300029天龙光电2.8%4.8%10.0%19.1%
000980金马股份★★★2.4%6.8%11.8%19.1%
300169天晟新材2.3%4.0%9.5%19.1%
002394联发股份0.3%2.6%6.1%19.1%
002201九鼎新材★★★★5.3%8.4%13.2%19.1%
601555东吴证券1.9%3.5%8.1%19.0%
000023深天地A
1.2%3.8%8.4%19.0%
600351亚宝药业1.5%3.4%8.4%19.0%
603005晶方科技
4.0%6.6%11.4%19.0%
603300华铁科技2.4%3.3%8.0%19.0%
600063皖维高新1.6%4.2%8.9%19.0%
300368汇金股份★★★2.3%5.0%9.0%19.0%